Instructions to use google/siglip-base-patch16-224 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use google/siglip-base-patch16-224 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("zero-shot-image-classification", model="google/siglip-base-patch16-224") pipe( "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png", candidate_labels=["animals", "humans", "landscape"], )# Load model directly from transformers import AutoProcessor, AutoModelForZeroShotImageClassification processor = AutoProcessor.from_pretrained("google/siglip-base-patch16-224") model = AutoModelForZeroShotImageClassification.from_pretrained("google/siglip-base-patch16-224", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Upload model
Browse files- config.json +1 -3
- model.safetensors +3 -0
config.json
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"SiglipModel"
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],
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"initializer_factor": 1.0,
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"logit_scale_init_value": 2.6592,
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"model_type": "siglip",
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"projection_dim": 512,
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"text_config": {
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"hidden_size": 768,
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"intermediate_size": 3072,
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"vocab_size": 32000
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},
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"torch_dtype": "float32",
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"transformers_version": "4.
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"vision_config": {
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"model_type": "siglip_vision_model",
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"patch_size": 16
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"SiglipModel"
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],
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"initializer_factor": 1.0,
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"model_type": "siglip",
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"text_config": {
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"hidden_size": 768,
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"intermediate_size": 3072,
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"vocab_size": 32000
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},
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"torch_dtype": "float32",
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"transformers_version": "4.36.0.dev0",
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"vision_config": {
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"model_type": "siglip_vision_model",
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"patch_size": 16
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:9ec7094b57c7c76a0688bfe84e5163fd0112d041737cb587cbf12921240500f9
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size 812672320
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